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公开(公告)号:US11463333B2
公开(公告)日:2022-10-04
申请号:US17473597
申请日:2021-09-13
Applicant: Intel Corporation
Inventor: Hong-Min Chu , Shao-Wen Yang , Yen-Kuang Chen
IPC: G06F15/173 , H04L43/045 , H04L41/12 , H04L12/44 , H04L41/0896 , H04L67/02
Abstract: Example task assignment methods disclosed herein for video analytics processing in a cloud computing environment include determining a graph, such as a directed acyclic graph, including nodes and edges to represent a plurality of video sources, a cloud computing platform, and a plurality of intermediate network devices in the cloud computing environment. Disclosed example task assignment methods also include specifying task orderings for respective sequences of video analytics processing tasks to be executed in the cloud computing environment on respective video source data generated by respective ones of the video sources. Disclosed example task assignment methods further include assigning, based on the graph and the task orderings, combinations of the video sources, the intermediate network devices and the cloud computing platform to execute the respective sequences of video analytics processing tasks to reduce an overall bandwidth utilized by the sequences of video analytics processing tasks in the cloud computing environment.
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公开(公告)号:US11462036B2
公开(公告)日:2022-10-04
申请号:US16947096
申请日:2020-07-17
Applicant: Intel Corporation
Inventor: Ned M. Smith , Katalin Klara Bartfai-Walcott , Eve M. Schooler , Shao-Wen Yang
IPC: G06V30/262 , G06V10/96 , G06V20/00 , G06T7/11 , G06K9/62 , H04N19/176 , H04N19/12 , H04N19/124 , H04N19/513 , H04N19/48 , G06V30/194 , H04N19/167 , H04N19/172 , H04N19/44 , G06T7/20
Abstract: In one embodiment, an apparatus comprises a memory and a processor. The memory stores visual data captured by one or more sensors. The processor detects one or more first objects in the visual data based on a machine learning model and one or more first reference templates. The processor further determines, based on an object ontology, that the visual data is expected to contain a second object, wherein the object ontology indicates that the second object is related to the one or more first objects. The processor further detects the second object in the visual data based on the machine learning model and a second reference template. The processor further determines, based on an inference rule, that the visual data is expected to contain a third object. The processor further detects the third object in the visual data based on the machine learning model and a third reference template.
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23.
公开(公告)号:US11373406B2
公开(公告)日:2022-06-28
申请号:US16457818
申请日:2019-06-28
Applicant: Intel Corporation
Inventor: Ned M. Smith , Yi Zou , Shao-Wen Yang , Gang Shen
IPC: G06K9/00 , G06V20/40 , G06F16/738
Abstract: In one embodiment, an apparatus comprises processing circuitry to: receive, via a network interface, a video stream comprising a plurality of video frames; identify a plurality of dependencies among the plurality of video frames; identify, based on the plurality of dependencies, a first subset of video frames to be transmitted using a first transmission method and a second subset of video frames to be transmitted using a second transmission method, wherein the first subset of video frames and the second subset of video frames are identified from the plurality of video frames, and wherein the first transmission method provides a higher quality of service than the second transmission method; transmit, via the network interface, the first subset of video frames to a corresponding destination using the first transmission method; and transmit, via the network interface, the second subset of video frames to the corresponding destination using the second transmission method.
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公开(公告)号:US11166041B2
公开(公告)日:2021-11-02
申请号:US16457802
申请日:2019-06-28
Applicant: Intel Corporation
Inventor: Yiting Liao , Yen-Kuang Chen , Shao-Wen Yang , Vallabhajosyula S. Somayazulu , Srenivas Varadarajan , Omesh Tickoo , Ibrahima J. Ndiour
IPC: H04N19/52 , G06K9/32 , G06K9/62 , G06N3/04 , H04N19/172 , H04N19/523
Abstract: In one embodiment, an apparatus comprises processing circuitry to: receive, via a communication interface, a compressed video stream captured by a camera, wherein the compressed video stream comprises: a first compressed frame; and a second compressed frame, wherein the second compressed frame is compressed based at least in part on the first compressed frame, and wherein the second compressed frame comprises a plurality of motion vectors; decompress the first compressed frame into a first decompressed frame; perform pixel-domain object detection to detect an object at a first position in the first decompressed frame; and perform compressed-domain object detection to detect the object at a second position in the second compressed frame, wherein the object is detected at the second position in the second compressed frame based on: the first position of the object in the first decompressed frame; and the plurality of motion vectors from the second compressed frame.
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公开(公告)号:US11019490B2
公开(公告)日:2021-05-25
申请号:US16306558
申请日:2016-07-01
Applicant: Intel Corporation
Inventor: Shao-Wen Yang , Meiyuan Zhao
Abstract: A registrar device is delegated enrollment authority for a group by a group authority. The registrar device identifies a particular asset device in association with a reconfiguration of a machine-to-machine (M2M) system that includes the group. The registrar device identifies an enrollment request for enrollment of the particular asset device within the group of devices in association with the reconfiguration of the M2M system and communicates with the particular device to initiate enrollment of the particular device within the group of devices, where enrollment of the particular device includes provisioning the particular device with a group access credential.
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公开(公告)号:US20210021673A1
公开(公告)日:2021-01-21
申请号:US16835211
申请日:2020-03-30
Applicant: Intel Corporation
Inventor: Shao-Wen Yang , Lei Yang , Anand P. Rangarajan , Vijay Sarathi Kesavan , Xingang Guo
Abstract: A particular device is provided with a communications module to receive signals of a plurality of devices within range of the particular device and further provisioned with grouping logic. The grouping logic is executable by one or more processors to determine from each of the signals a respective identifier for each of the plurality of devices, determine, based at least in part on the identifiers, that a particular subset of the plurality of devices are also included with the particular device in a particular one of a plurality of defined groups, and converge data received from the particular subset of devices based on the particular group.
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公开(公告)号:US20200250003A1
公开(公告)日:2020-08-06
申请号:US16652038
申请日:2018-06-29
Applicant: Intel Corporation
Inventor: Shao-Wen Yang , Yen-Kuang Chen , Ragaad Mohammed Irsehid Altarawneh , Juan Pablo Munoz Chiabrando , Siew Wen Chin , Kushal Datta , Subramanya R. Dulloor , Julio C. Zamora Esquivel , Omar Ulises Florez Choque , Vishakha Gupta , Scott D. Hahn , Rameshkumar Illikkal , Nilesh Kumar Jain , Siti Khairuni Amalina Kamarol , Anil S. Keshavamurthy , Heng Kar Lau , Jonathan A. Lefman , Yiting Liao , Michael G. Millsap , Ibrahima J. Ndiour , Luis Carlos Maria Remis , Addicam V. Sanjay , Usman Sarwar , Eve M. Schooler , Ned M. Smith , Vallabhajosyula S. Somayazulu , Christina R. Strong , Omesh Tickoo , Srenivas Varadarajan , Jesús A. Cruz Vargas , Hassnaa Moustafa , Arun Raghunath , Katalin Klara Bartfai-Walcott , Maruti Gupta Hyde , Deepak S. Vembar , Jessica McCarthy
Abstract: In one embodiment, an apparatus comprises a processor to: identify a workload comprising a plurality of tasks; generate a workload graph based on the workload, wherein the workload graph comprises information associated with the plurality of tasks; identify a device connectivity graph, wherein the device connectivity graph comprises device connectivity information associated with a plurality of processing devices; identify a privacy policy associated with the workload; identify privacy level information associated with the plurality of processing devices; identify a privacy constraint based on the privacy policy and the privacy level information; and determine a workload schedule, wherein the workload schedule comprises a mapping of the workload onto the plurality of processing devices, and wherein the workload schedule is determined based on the privacy constraint, the workload graph, and the device connectivity graph. The apparatus further comprises a communication interface to send the workload schedule to the plurality of processing devices.
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公开(公告)号:US10571546B2
公开(公告)日:2020-02-25
申请号:US15716041
申请日:2017-09-26
Applicant: Intel Corporation
Inventor: Mi S. Park , Lei Yang , Shao-Wen Yang , Myung Hwangbo , Shahrokh Shahidzadeh
Abstract: An embodiment includes at least one computer readable storage medium comprising instructions that when executed enable a system to: receive (a)(i) first radio signal location data for a first object from a radio sensor; and (a)(ii) first visual signal location data for the first object from a camera sensor; perform feature extraction on (b)(i) the first radio signal location data to determine first extracted radio signal features; and (b)(ii) the first visual signal location data to determine first extracted visual signal features; solve a first association problem between the first extracted radio signal features and the first extracted visual signal features to determine first fused location data; and store the first fused location data in the at least one computer readable storage medium. Other embodiments are described herein.
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公开(公告)号:US10559202B2
公开(公告)日:2020-02-11
申请号:US16004299
申请日:2018-06-08
Applicant: Intel Corporation
Inventor: Shao-Wen Yang , Eve M. Schooler , Maruti Gupta Hyde , Hassnaa Moustafa , Katalin Klara Bartfai-Walcott , Yen-Kuang Chen , Jessica McCarthy , Christina R. Strong , Arun Raghunath , Deepak S. Vembar
IPC: G08G1/09 , G06F9/50 , G06F21/60 , G06K9/00 , G06F9/48 , G06K9/46 , G06K9/62 , G06Q50/26 , G11B27/031 , H04N7/18
Abstract: In one embodiment, an apparatus comprises a memory and a processor. The memory is to store sensor data captured by one or more sensors associated with a first device. Further, the processor comprises circuitry to: access the sensor data captured by the one or more sensors associated with the first device; determine that an incident occurred within a vicinity of the first device; identify a first collection of sensor data associated with the incident, wherein the first collection of sensor data is identified from the sensor data captured by the one or more sensors; preserve, on the memory, the first collection of sensor data associated with the incident; and notify one or more second devices of the incident, wherein the one or more second devices are located within the vicinity of the first device.
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公开(公告)号:US10558862B2
公开(公告)日:2020-02-11
申请号:US15870812
申请日:2018-01-12
Applicant: Intel Corporation
Inventor: Addicam V. Sanjay , Shao-Wen Yang , Siew Wen Chin
Abstract: Localization data is accessed, which is based on information collected by one or more sensor devices deployed within an environment. The localization data identifies presence of a person within a particular location within the environment. A feature vector is access, which includes values to describe a plurality of different physical characteristics of the person as measured by a set of one or more sensor devices deployed within the environment when the person was present within the particular location. An emotion of the person is determined from the feature vector data, and the emotion is associated with the particular location within the environment. An emotion heat map is generated of the environment to map emotional responses determined within the environment to specific locations within the environment.
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